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18,621 results for “development;”

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dryad32/100

Development and testing of a novel Killer-Rescue self-limiting gene drive system in Drosophila melanogaster

<p>Here we report the development and testing of a novel self-limiting gene drive system, Killer-Rescue, in <i>Drosophila melanogaster</i>. This system is composed of an auto-regulated Gal4 Killer (K) and a Gal4-activated Gal80 Rescue (R). Overexpression of Gal4 is lethal, but in the presence of R activation of Gal80 leads to much lower levels of Gal4 and rescue of lethality. We demonstrate that with a single 2:1 engineered to wildtype release, K drives R through the population and after nine generations more than 98% of the population carry R and less than 2% of the population are wildtype flies. We discuss how this simple Killer-Rescue gene drive system may be readily adapted for population replacement in a human health pest, <i>Aedes aegypti</i>, or for population suppression in an agricultural pest, <i>Drosophila suzukii</i>.</p>

opencc-zeroMar 2020View details →
dryad32/100

Vape flavorants dull sensory perception and cause hyperactivity in developing zebrafish embryos

<p>E-cigarette use (vaping) during pregnancy has been increasing, and the potential exists for the developing brain <i>in utero</i> to be exposed to chemical constituents in the vape. Vapes come in over 7,000 unique flavors with and without nicotine, and while nicotine is a known neurotoxicant, the effects of vape flavoring alone, in the absence of nicotine, on brain function are not well understood. Here we performed a screen of vape aerosol extracts (VAEs) to determine the potential for prenatal neurotoxicity using the zebrafish embryo photomotor response (PMR) – a translational biosensor of neurobehavioral effects. We screened three commonly used aerosolized vape liquids (flavored and flavorless) either with or without nicotine. No neurobehavioral effects were detected in flavorless, nicotine-free VAEs, while the addition of nicotine to this VAE dulled sensory perception. Flavored nicotine-free VAEs also dulled sensory perception and caused hyperactivity in zebrafish embryos. The combination of flavor and nicotine produced largely additive effects. Flavored VAEs without nicotine had similar neuroactive potency as nicotine. Similar effects were also seen in embryos exposed to the pure flavoring compound, cinnamaldehyde. Together, using zebrafish PMR as a high throughput translational behavioral model for prenatal exposure, our results demonstrate that e-cigarette flavorants that we screened elicit neurobehavioral effects worthy of further investigation for long-term neurotoxic potential, and also have the potential to modulate nicotine impact on the developing brain.</p>

opencc-zeroAug 2020View details →
dryad32/100

Data from: Developing extruded seed pellets to overcome soil hydrophobicity and seedling emergence barriers

<p>Globally soil water repellency is a major constraint to plant establishment, restricting water infiltration and moisture retention in the seed zone, resulting in poor germination and seedling emergence.</p> <p>To address this problem within an ecosystem restoration context, we investigated the use of a surfactant in extruded seed pellets to improve native plant recruitment in water repellent topsoils of two proteaceous woodland species, <i>Banksia menziesii </i>R.Br (glasshouse trial) and <i>Lambertia inermis </i>R.Br (field trial). In this two-part study, we first examined <i>B. menziesii </i>seedling performance in detail under glasshouse conditions for differences in survival between the extruded pelleting formulations after an induced drought at 12 weeks.</p> <p>We demonstrated that there was no difference in seedling emergence, amongst control seed and pellet treatments in <i>B. menziesii</i>. Initially <i>B. menziesii </i>seedlings emerged faster in the control treatment (non-pelleted control seeds) and had greater initial plant growth (leaf and root production), however by week 12, seedlings generated from pellets were not significantly different from the control seeds, and pellets + surfactant had the greatest number of leaf establishment.</p> <p>Survival after drought of <i>B. menziesii </i>seedlings ranged from 14 to 31 days with pellet + surfactant surviving approximately 2.6 days (11.8%) longer than the control seeds. For the second species, <i>L. inermis</i>,<i> </i>seedling emergence under field conditions was approximately 24% greater in seedlings derived from extruded pellets, however there was no difference in overall survival due to post-emergence predation.</p> <p>This study provides a proof of concept that seedling emergence in water repellent soils can be enhanced with extruded pellets containing surfactants. Our demonstration under <i>in situ</i> and <i>ex situ</i> conditions confirms the prospective use of seed enhancement technologies with future development and field-testing warranted.</p>

opencc-zeroAug 2020View details →
dryad32/100

Temperature-mediated tradeoff between development and performance in larval wood frogs (Rana sylvatica)

<p>Countergradient variation has been detected in diverse taxa. In a common manifestation, individuals from colder environments develop faster than conspecifics from warmer environments when placed in a common garden. Where such a pattern exists, it implies a tradeoff: individuals from warmer environments have intrinsic rates of development lower than those demonstrated by other individuals of the same species. We explored a tradeoff between development rate and locomotor performance in the wood frog (Rana sylvatica), an amphibian for which countergradient variation has been well documented. We reared wood frogs from 10 populations under two temperature regimes, bracketing the temperatures observed in local natural ponds. Individuals reared under warmer conditions developed more rapidly but exhibited burst speeds 20% lower than individuals reared under colder conditions. The shape of the relationship was consistent across the 10 populations and thus, we found no evidence of countergradient variation in performance. Burst speed assays of wild-caught tadpoles from the same populations showed a similar but nonsignificant trend, with greater variability among ponds. Overall, our findings support the existence of a tradeoff that may be of broad importance and which may help explain widespread occurrence of countergradient variation.</p>

opencc-zeroSep 2020View details →
dryad32/100

Tool for genomic selection and breeding to evolutionary adaptation: Development of a 100K single nucleotide polymorphism array for the honey bee

High-throughput high density genotyping arrays continue to be a fast, accurate, and cost-effective method for genotyping thousands of polymorphisms in high numbers of individuals. Here we have developed a new high-density SNP genotyping array (103 270 SNPs) for honey bees, one of the most ecologically and economically important pollinators worldwide. SNPs were detected by conducting whole genome resequencing of 61 honey bee drones (haploid males) from throughout Europe. Selection of SNPs for the chip was done in multiple steps using several criteria. The majority of SNPs were selected based on their location within known candidate regions or genes underlying a range of honey bee traits, including hygienic behaviour against pathogens, foraging and subspecies. Additionally, markers from a GWAS of hygienic behaviour against the major honey bee parasite Varroa destructor, were brought over. The chip also includes SNPs associated with each of three major breeding objectives - honey yield, gentleness and Varroa resistance. We validated the chip and make recommendations for its use by determining error rates in repeat genotypings, examining the genotyping performance of different tissues, and by testing how well different sample types represent the queen's genotype. The latter is a key test because it is highly beneficial to be able to determine the queen's genotype by non-lethal means. The array is now publicly available and we suggest it will be a useful tool in genomic selection and honey bee breeding, as well as for GWAS of different traits, and for population genomic, adaptation and conservation questions.

opencc-zeroSep 2021View details →
dryad32/100

Development and field evaluation of a motion sensor activated suction trap to study vector-host interactions

<p>1. Researchers elucidating vectors of zoonotic diseases encounter problems with inefficient surveillance techniques leading to underestimation of the importance of some species, and the overestimation of the importance of others. Carbon dioxide-baited light traps are the most widely used traps for sampling vector groups. However aspirating directly from the hosts is the most accurate method to incriminate vectors.</p> <p>2. A novel vector trapping system was developed, consisting of a suction trap, activated by a motion sensor, and controlled by a microcontroller, which activates automatically when host animals approach. The prototype was tested in two field experiments with ungulates and biting midges (Diptera: Ceratopogonidae) at a preserve in Florida. We measured the biting midge community collected at traps near and far from hosts and compared communities using diversity metrics and abundance curves.</p> <p>3. Traps activated in the presence of host animals with 94% accuracy. Diversity and richness of <i>Culicoides</i> species differed between sensor and control traps with 11 species captured by control traps and 7 species by sensor traps. Vector species were captured in significantly greater numbers in sensor traps, while more non-vector species were caught in control traps.</p> <p>4. Results confirm that vector species can be underrepresented in light trap collections, likely due to their tight associations with vertebrate hosts, a finding that should be taken into consideration when incriminating arbovirus vectors. Our novel trap system was a first attempt at solving the issue of collecting vector species from non-tame animals, effectively aspirating questing midges. Simple modifications of the system could be made to target other vector-host systems.</p>

opencc-zeroSep 2020View details →
zenodo32/100

How Office Layouts Influence Software Development? (Apresentação em video)

<p><strong>Background</strong>: Organizations are constantly looking for performance improvements, and office layout has been widely studied because of its hypothetical influences on the social dynamics of software engineering projects. <strong>Aim</strong>: In this article, we investigate the perceived outcomes of different workspace characteristics, from the perspective of software engineering professionals. <strong>Methods</strong>: To achieve that, we conducted a survey with software engineering practitioners, and collected data on the perceptions about their current workspaces and performance from 47 participants. We used the results of a previous systematic review to design the survey questionnaire, and focused on the four human aspects known to be influenced by the office layout. <strong>Results</strong>: Different workspace settings exhibited similar perceptions in most of the investigated factors. However, we reveal 14 items that responsible for significant differences in the performance outcomes, such as communication quality, collaboration, team learning, privacy and others. In general, open spaces were the most effective office layout to enable all these factors. <strong>Conclusions</strong>: As a conclusion, our study demonstrates that there is not a generally accepted best model for software development workspace design, as all types of setting have positive and negative aspects. Organizations that are considering investing any budget in such things as radical workspace redesign should ponder the change very carefully. Also, there is still much room for investigation in this topic.<br> &nbsp;</p>

opencc-by-4.0Oct 2020View details →
zenodo32/100

Developers eXperience (DX) in ALM software tools: an investigation on virtual kanban boards

<p>Video de backup da apresenta&ccedil;&atilde;o do artigo &quot;Developers eXperience (DX) in ALM software tools: an investigation on virtual kanban boards&quot; no SBES 2020 - Trilha de Ideias Inovadoras e Resultados Emergentes.&nbsp;</p>

opencc-by-4.0Oct 2020View details →
zenodo32/100

Incremental Development of Safety Cases: a Mapping Study

<p>Video presentation for Research Track article &quot;Incremental Development of Safety Cases: a Mapping Study&quot;</p>

opencc-by-4.0Oct 2020View details →
zenodo32/100

When Testing Meets Code Review: Why and How Developers Review Tests (Appendix)

<p>Dataset of &quot;When Testing Meets Code Review: Why and How Developers Review Tests&quot;</p> <p>This appendix material refers to the paper &quot;When Testing Meets Code Review: Why and How Developers Review Tests&quot; published in the Proceedings of the 40th International Conference on Software Engineering (ICSE 2018)</p>

opencc-by-4.0Feb 2018View details →
zenodo32/100

Dataset for "Appreciating our 60 years of life": Developing a transactional model of narrative identity and relationships experienced within an individualized, technological intervention for dementia care

<p>Interview transcripts and participant information for&nbsp;<strong>&ldquo;Appreciating our 60 years of life&rdquo;: Developing a transactional model of narrative identity and relationships experienced within an individualized, technological intervention for dementia care.&nbsp;</strong></p> <p>Collected as part of the SENSE-GARDEN Multisite Trial (https://sense-garden.eu/).&nbsp;This work was supported by AAL under Grant AAL/Call2016/054-b/2017, co-funded by the European Commission and National Funding Agencies of Norway, Belgium, Romania, and Portugal.</p>

opencc-by-4.0Oct 2020View details →
dryad32/100

Data from: Antibiotics in hives and their effects on honey bee physiology and behavioral development

<p>Recurrent honey bee losses make it critical to understand the impact of human interventions, such as antibiotics use in apiculture. Antibiotics are used to prevent or treat bacterial infections in colonies. However, little is known about their effects on honey bee development. We studied the effect of two commercial beekeeping antibiotics on the bee physiology and behavior throughout development. Our results show that antibiotic treatments have an effect on amount of lipids and rate of behavioral development. Lipid amount in treated bees was higher than those not treated. Also, the timing of antibiotic treatment had distinct effects for the age of onset of behaviors starting with cleaning, then nursing and lastly foraging. Bees treated during larva-pupa stages demonstrated an accelerated behavioral development and loss of lipids, while bees treated from larva to adulthood had a delay in behavioral development and loss of lipids. The effects were shared across the two antibiotics tested, Terramycin<sup>R</sup> (oxytetracycline) and Tylan<sup>R</sup> (tylosin tartrate). These results on effects of antibiotic treatments suggest a role of microbiota in the interaction between the fat body and brain that is important for honey bee behavioral development.</p>

opencc-zeroOct 2020View details →
zenodo32/100

Teaching Development of Distributed Software during COVID-19: An experience report in Brazil

<p>In 2020, the COVID-19 pandemic affected all sectors of society worldwide, including education. Due to the social isolation requirement, several educational institutions used the Emergency Remote Teaching (ERT) approach to keep their courses active, at least partially. This document provides an experience report about using ERT in two courses (Distributed Systems and Software Development for the Cloud) that deal with the Development of Distributed Software Systems. In these two courses, we used three main approaches: synchronous online classes, asynchronous learning videos, and online material available on a Git repository. In some classes, we also adopted active methodologies such as problem-based learning and flipped classroom. Students were evaluated by seminars, tests, and programming activities. In the end, we collected their feedback from an online survey. Forty-two (42) graduate and undergraduate students reported a good level of acceptance of our ERT model. Part of the students had difficulties in doing their programming homework, and the main obstacles reported by them were: (i) their psychological context and (ii) to reconcile the course activities with home tasks as well as the demands of their jobs. Once practical experiences in ERT will be essential for a while given the uncertainty about how long COVID-19 pandemic will remain active, we expect the highlights and drawbacks of our experience could help other professors in planning their courses.</p>

opencc-by-4.0Oct 2020View details →
dryad32/100

Data from: Tek/Tie2 is not required for cardiovascular development in zebrafish

<p>Angiopoietin/TIE signalling plays a major role in blood and lymphatic vessel development.  In mouse, <i>Tek/Tie2</i> mutants die prenatally due to a severely underdeveloped cardiovascular system.  In contrast, in zebrafish, previous studies have reported that while embryos injected with <i>tek</i> morpholinos (MOs) exhibit severe vascular defects, <i>tek</i> mutants display no obvious vascular malformations.  To further investigate the function of zebrafish Tek, we generated a panel of loss-of-function <i>tek</i> mutants, including RNA-less alleles, an allele lacking the MO-binding site, an in-frame deletion allele, and a premature termination codon-containing allele.  Our data show that all these mutants survive to adulthood with no obvious cardiovascular defects.  MO injections into <i>tek</i> mutants lacking the MO-binding site or the entire <i>tek</i> locus cause similar vascular defects as those observed in MO-injected <i>+/+</i> siblings, indicating off-target effects of the MOs.  Surprisingly, comprehensive phylogenetic profiling and synteny analyses reveal that <i>Tek</i> was lost in the largest teleost clade, suggesting a lineage-specific shift in the function of TEK during vertebrate evolution.  Altogether, these data show that Tek is dispensable for zebrafish development, and probably dispensable in most teleost species.</p>

opencc-zeroOct 2020View details →
zenodo32/100

The Evolving Nature of Developers' Contributions in Open Source Projects

<p>V&iacute;deo com a apresenta&ccedil;&atilde;o do artigo&nbsp;The Evolving Nature of Developers&rsquo; Contributions in Open Source Projects</p> <p>Autores: Talita Orfan&oacute;, Mariza Bigonha, Kecia Ferreira</p>

opencc-by-4.0Oct 2020View details →
zenodo32/100

Development and evaluation of a test setup to investigate distance differences in immersive virtual environments

<p>Nowadays, with recent advances in virtual reality technology, it is easily possible to integrate real objects into<br> virtual environments by creating an exact virtual replication and enabling interaction with them by mapping the obtained tracking<br> data of the real to the virtual objects. The primary goal of our study is to develop a system to investigate distance differences for<br> near-field interaction in immersive virtual environments. In this context, the term distance difference refers to the shift between<br> a real object and the respective replication of the real object in the virtual environment of the same size. This could occur<br> for a number of reasons e.g. due to errors in motion tracking or mistakes in designing the virtual environment. Our virtual<br> environment is developed using the Unity3D game engine, while the immersive contents were displayed on an HTC Vive Pro headmounted display. The virtual room shown to the user includes a replication of the real testing lab environment, while one of<br> the two real objects is tracked and mirrored to the virtual world using an HTC Vive Tracker. Both objects are present<br> in the real as well as in the virtual world. To find perceivable distance differences in the near-field, the actual task in the<br> subjective test was to pick up one object and place it into another object. The position of the static object in the virtual<br> world is shifted by values between 0 and 4 cm, while the position of the real object is kept constant. The system is evaluated by<br> conducting a subjective proof-of-concept test with 18 test subjects. The distance difference is evaluated by the subjects through<br> estimating perceived confusion on a modified 5-point absolute category rating scale. The study provides quantitative insights<br> into allowable real-world vs. virtual-world mismatch boundaries for near-field interactions, with a threshold value of around 1 cm.</p>

opencc-by-4.0Mar 2020View details →
zenodo32/100

Joint Autoregressive and Graph Models for Software and Developer Social Networks

<p>This zip contains three CSV&nbsp;files and one folder. This dataset contains information for the recent ten distributions.</p> <ul> <li><strong>developer_attributes.csv</strong>: There are seven columns in this file.&nbsp;&nbsp;&quot;distro&quot; (str) represents&nbsp;distribution name. &quot;source&quot; (str) denotes source package name.&nbsp;&quot;person_id&quot; (str) indicates developer identity.&nbsp;&quot;closes&quot; (int), &quot;high&quot; (int),&nbsp;&nbsp;&quot;medium&quot; (int),&nbsp;&quot;low&quot; (int) are the features.</li> <li><strong>source_bugs.csv</strong>: In this file, three&nbsp;columns are present. &quot;distro&quot; (str) represents&nbsp;the distribution name. &quot;source&quot; (str) represents the source package name. &quot;bug_count&quot; (int) denotes the number of bugs that source package has at a particular distribution.</li> <li><strong>source_sizes.csv</strong>: In this file, three columns are present. &quot;distro&quot; (str) represents the distribution name. &quot;source&quot; (str) represents source package name. &quot;size&quot; (int)&nbsp;denotes the size of the package.</li> <li><strong>Dependency folder:</strong> Within this folder, ten dependency lists are present. Each file contains two columns i.e &quot;start&quot; (str)&nbsp;and &quot;target&quot; (str). Both of them represent source packages. So, we read as the &quot;start&quot; source package depends on &quot;target&quot; source package.&nbsp;</li> </ul> <p>Here is the arxiv version of our paper: <a href="https://arxiv.org/abs/2101.08729">https://arxiv.org/abs/2101.08729</a>.&nbsp;</p> <p>Here is the portal link:&nbsp;<a href="https://sites.google.com/view/rima-hazra/swnet">https://sites.google.com/view/rima-hazra/swnet</a></p>

opencc-by-4.0Oct 2020View details →
dryad32/100

SNPs markers of Trypoxylus dichotomus developed by using specific‐locus amplified fragment sequencing (SLAF‐seq) techniques

<p>The Japanese rhinoceros beetle Trypoxylus dichotomus is one of the largest beetle species in the world and is commonly used in traditional chinese medicine. Ten subspecies of T. dichotomus and a related Trypoxylus species (T. kanamorii) have been described throughout Asia, but their taxonomic delimitations remain problematic. To clarify issues such as taxonomy, and the degree of genetic differentiation of Trypoxylus populations, we investigated the genetic structure, genetic variability and phylogeography of 53 specimens of Trypoxylus species from 44 locations in five Asian countries (China, Japan, Korea, Thailand, and Myanmar). Using specific‐locus amplified fragment sequencing (SLAF‐seq) techniques, we developed 330,799 SLAFs over 114.16M reads, in turn yielding 46,939 high-resolution single nucleotide polymorphisms (SNPs) for genotyping.</p>

opencc-zeroOct 2020View details →
dryad32/100

Factors associated with patient satisfaction towards pharmacy services among out-patients attending public health clinics: Questionnaire development and its application

<p>Introduction: Patient satisfaction is widely used to measure quality of healthcare by identifying potential areas for improvement.</p> <p>Aim of study is to assess patient satisfaction towards pharmacy services and its associated factors using newly developed questionnaire among outpatients attending public health clinics.  </p> <p>Materials and Methods: Public Health Clinic Patient Satisfaction Questionnaire (PHC-PSQ) towards pharmacy services was developed using exploratory factor analysis and Cronbach's α.  A cross-sectional study was conducted among 400 patients visiting the pharmacy in three randomly selected public health clinics recruited via systematic random sampling. Data was collected using a set of questionnaire including PHC-PSQ. Factors associated with patient satisfaction was analysed using multiple linear regression.</p> <p>Results: Final PHC-PSQ consisted of three domains (administrative competency, technical competency and convenience of location) and 22 items with 69.9% total variance explained. Cronbach's α for total items was 0.96. Total mean score for patient satisfaction was 7.56 (SD 1.32). Older age and higher education were associated with lower patient satisfaction mean score. Patients who had visited the pharmacy more than once in the past three months, perceived to be in better health status and had a more correct general knowledge of pharmacists expressed higher patient satisfaction mean score.</p> <p>Conclusions: PHC-PSQ is a newly developed tool to measure patient satisfaction towards pharmacy services in public health clinics in Malaysia. Patient satisfaction was relatively high. Age, education, frequency of visit, self-perceived health status and general knowledge of pharmacists were factors significantly associated with patient satisfaction.</p>

opencc-zeroOct 2020View details →
zenodo32/100

OPEN-WINDOW: SOUND EVENT DATABASE FOR RESEARCH AND DEVELOPMENT

<p><strong>(1) Background:</strong></p> <p>Situated in the domain of urban sound scene classification by humans and machines, the research in this project will be a first step towards mapping urban noise pollution experienced indoors and finding ways to reduce its negative impact in peoples&#39; homes. The acoustic distinction between outdoor and indoor scenes is an active research field and can be automated with some success. A much subtler difference is the change in the indoor soundscape induced by an open window. Being able to determine this, however, would allow applications in warning systems and be a prerequisite for an app-based urban sound mapping project.</p> <p>Acoustic detection requires neither line of sight nor sensors at the window frame or knowledge of the number of windows or their size. The task, however, varies substantially in difficulty with the amount of sound inside and outside. From the point of machine classification, the lack of specificity is the most problematic aspect: Very few sounds if any can be assumed to originate exclusively from outside <em>and</em> be present at all times to aid automatic detection. The required generalisation ability, however, can be assumed for humans, who might also use very subtle cues in the change of reverberations.</p> <p>&nbsp;</p> <p><strong>(2) Dataset</strong></p> <p><em>(a) Recording locations</em></p> <p>The recordings have been made at three different locations.&nbsp;</p> <ul> <li>Farm: A farm in Brook, Surrey, United Kingdom. The recordings were made in an open-plan studio flat area in the centre of the farm. The recordings in this location have the lowest levels of background noise, due mainly to a quiet environmental surrounding.</li> <li>Office 1: An office at the University of Surrey, Guildford, United Kingdom. The recordings were made in an open-plan&nbsp;office located on the first floor, at the Centre for Vision, Speech and Signal Processing (CVSSP). Since this office accommodates 16 researchers, recordings in this location have the highest level of background noise</li> <li>Office 2: An office at the University of Surrey, Guildford, United Kingdom. The recordings were made in a small size open-plan office at the CVSSP. This office accommodates 8 researchers and the recordings made in this office considered to have a medium level of background noise.</li> </ul> <p><em>(b) Recording equipment</em></p> <p>The recordings made at the two offices and a studio flat in a farm used a dedicated laptop, Focusrite Clarett 4pre USB external sound card (44,100 Hz sample rate at 16 bits per sample) 1, and a Behringer ECM 8000 microphone.</p> <p><em>(c)&nbsp;Recording setup</em></p> <p>The Behringer ECM 8000 microphone is connected to the External Line Return (XLR) input of the Focusrite Clarett external sound<br> card via an XLR cable. The external sound card is connected to the dedicated laptop and controlled using Ableton Live 10&nbsp;software for setting configurations and exporting the recorded audio files. The microphone is located approximately 10 cm away from the<br> window and fixed using a microphone holder. At each location 90 audio sessions are recorded; 60 one minute recordings for static state setup and 30 fifteen seconds recordings for transitional state setup.</p> <p><em>(d)&nbsp;File naming conventions</em></p> <p>The naming convention for audio recording is as follows:<br> [Location] [State] [Time] [IDX]<br> [State] will be one of the following: &ldquo;O stands for open, C stands&nbsp;for Close, OC means a transition from Open to Close and CO stands for a transition from Close to Open.&rdquo; [Time] stamp will be one of the following: &ldquo;AM stands for morning between 9:00 to 12:00, N stands for noon which is between 13:00 to 15:00 and PM which stands for an afternoon which is between 17:00 to 20:00.&rdquo; [IDX] is<br> representing the file ID number. For example, &ldquo;Farm C PM 01.wav&rdquo;, means this file is recorded at the farm and in the afternoon when the window is closed and the file ID is 01.</p> <p><em>(e) Dataset acquisition:</em></p> <p>A recording kit consisting of a dedicated laptop and microphone will be given to volunteers. Custom-programmed software will remind the user to specify the window state (establishing the so-called ground truth).</p> <p><em>(f)&nbsp;Specifications</em><br> &nbsp; - Open-Window contains 270 audio recordings totalling 3.37 hours of audio.<br> &nbsp; - Each audio recording belongs to one of the four classes representing the window states; two stationary states (Open, Close) and two transitional states (Open-Close, Close-Open).<br> &nbsp; - The recordings were carried out in different locations and at different times of the day.<br> &nbsp; &nbsp; &nbsp; - Three locations: Office1, Office2, Farm<br> &nbsp; &nbsp; &nbsp; - Three periods of the day: Morning, Afternoon, Evening<br> &nbsp; - The recordings are split into six-folds.<br> &nbsp; &nbsp; &nbsp; - Fold 1 is the test set.<br> &nbsp; &nbsp; &nbsp; - Fold 2 is the validation set.<br> &nbsp; &nbsp; &nbsp; - Folds 3-6 comprise the training set.<br> &nbsp; &nbsp; Each fold is balanced in terms of the class and location distribution.<br> &nbsp; - The annotations/metadata can be found in annotations.csv.<br> &nbsp; - The recordings for the stationary states are approximately 60 seconds, while the recordings for the transitional states are approximate 15 seconds.<br> &nbsp; - The format of the recordings is 2-channel 16-bit PCM sampled at 44.1 kHz.</p>

opencc-by-4.0Nov 2019View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.